Open AccessA Novel Approach to Increase the Efficiency of a Multi-lingual Real-time Speaker Identification System
Author(s) -
Alaka Pradhan,
Saumendra Sarangi,
Kanhu Charan Bhuyan
Publication year - 2020
Publication title -
international journal of systems applications, engineering and development
Language(s) - English
Resource type - Journals
ISSN - 2074-1308
DOI - 10.46300/91015.2020.14.21
Subject(s) - computer science , speech recognition , identification (biology) , speaker identification , speaker recognition , work (physics) , voice activity detection , speech processing , artificial intelligence , engineering , mechanical engineering , botany , biology
Nowadays, the real-time speaker recognition system is very popular due to its cost-effective nature. However, it is a very challenging one to produce a more efficient speaker identification system. In our work, we work on a multi-lingual real-time speaker identification system. We work in a novel way to enhance the efficiency of the said system. We take some real speech signals and use different speech enhancement methods and our proposed voice activity method (VAD) to enhance the efficiency of said system. By doing so, we increase the accuracy of the said system relatively by 2% as compared to existing methods.